ARTIFACT: #8F2A-9
REVISION: 4
Pause
Simulate Failure
Reset
Main Pipeline
Feedback Loop
context
code
deploy
fail
fix
re-query
Docs Search
search_docs.mjs
Live Shopify Context
Drafting
GraphQL / Liquid
App Code Gen
Validation
validate.mjs
AST & Theme-Check
Repair
Explicit Error State
Failed Output Loop